Results

Descriptive Statistics

Descriptive Statistics
  Mean Std. Deviation Minimum Maximum
Compound 0.022 0.148 0.000 1.000
Polymorphic 0.056 0.230 0.000 1.000
N-Polymorphic 0.322 0.470 0.000 1.000
1-C Dissimilarity 0.267 0.445 0.000 1.000
half-real 0.122 0.329 0.000 1.000
C+ 0.044 0.207 0.000 1.000
V+ 0.011 0.105 0.000 1.000
CV+C 0.144 0.354 0.000 1.000
C+V+C+ 0.678 0.470 0.000 1.000
C+V+C+ counts 0.933 0.804 0.000 3.000
Distance (IPA) 2.678 1.620 1.000 7.000
Distance (Dev) 2.400 1.279 1.000 7.000
Length 6.667 2.380 2.000 13.000
Matras 1.922 1.114 0.000 5.000
Aksharas 3.822 1.255 2.000 7.000
Syllables 2.722 1.039 1.000 5.000
Phonemes 6.544 2.284 2.000 12.000
wor_rat_mean 5.161 0.867 3.167 7.000
wor_tim_mean 1835.013 492.887 766.315 3603.448
fam_rat_mean 3.072 1.062 1.600 6.000
fam_tim_mean 4298.663 781.531 2731.950 6129.473

Correlation Compound

Descriptive Statistics
  Mean Std. Deviation Minimum Maximum
Distance (IPA) 2.678 1.620 1.000 7.000
Distance (Dev) 2.400 1.279 1.000 7.000
Length 6.667 2.380 2.000 13.000
Matras 1.922 1.114 0.000 5.000
Aksharas 3.822 1.255 2.000 7.000
Syllables 2.722 1.039 1.000 5.000
Phonemes 6.544 2.284 2.000 12.000
wor_rat_mean 5.161 0.867 3.167 7.000
wor_tim_mean 1835.013 492.887 766.315 3603.448
fam_rat_mean 3.072 1.062 1.600 6.000
fam_tim_mean 4298.663 781.531 2731.950 6129.473

Correlation plot

Copy of Descriptive Statistics

Descriptive Statistics
 
Distance (IPA)
Distance (Dev)
Length
Matras
Aksharas
Syllables
Phonemes
wor_rat_mean
wor_tim_mean
fam_rat_mean
fam_tim_mean

Correlation plot

Correlation

Correlation Table
Pearson
Spearman
Kendall
      r rho tau B
Distance (IPA) - Distance (Dev) 0.817 *** 0.741 *** 0.658 ***
Distance (IPA) - Length 0.808 *** 0.757 *** 0.653 ***
Distance (IPA) - Matras 0.565 *** 0.485 *** 0.418 ***
Distance (IPA) - Aksharas 0.789 *** 0.751 *** 0.644 ***
Distance (IPA) - Syllables 0.754 *** 0.731 *** 0.655 ***
Distance (IPA) - Phonemes 0.837 *** 0.797 *** 0.703 ***
Distance (IPA) - wor_rat_mean 0.118 0.152 0.112
Distance (IPA) - wor_tim_mean 0.061 0.091 0.074
Distance (IPA) - fam_rat_mean -0.006 0.037 0.028
Distance (IPA) - fam_tim_mean 0.379 *** 0.348 *** 0.269 ***
Distance (Dev) - Length 0.904 *** 0.869 *** 0.790 ***
Distance (Dev) - Matras 0.558 *** 0.489 *** 0.408 ***
Distance (Dev) - Aksharas 0.790 *** 0.746 *** 0.637 ***
Distance (Dev) - Syllables 0.727 *** 0.722 *** 0.639 ***
Distance (Dev) - Phonemes 0.840 *** 0.805 *** 0.709 ***
Distance (Dev) - wor_rat_mean 0.053 0.094 0.068
Distance (Dev) - wor_tim_mean 0.162 0.183 0.139
Distance (Dev) - fam_rat_mean -0.041 -0.031 -0.014
Distance (Dev) - fam_tim_mean 0.361 *** 0.361 *** 0.271 ***
Length - Matras 0.685 *** 0.644 *** 0.544 ***
Length - Aksharas 0.855 *** 0.826 *** 0.707 ***
Length - Syllables 0.812 *** 0.823 *** 0.723 ***
Length - Phonemes 0.916 *** 0.892 *** 0.799 ***
Length - wor_rat_mean 0.023 0.098 0.071
Length - wor_tim_mean 0.220 * 0.201 0.149 *
Length - fam_rat_mean -0.097 -0.065 -0.042
Length - fam_tim_mean 0.394 *** 0.382 *** 0.281 ***
Matras - Aksharas 0.440 *** 0.411 *** 0.324 ***
Matras - Syllables 0.651 *** 0.641 *** 0.562 ***
Matras - Phonemes 0.582 *** 0.562 *** 0.458 ***
Matras - wor_rat_mean 0.023 -0.037 -0.031
Matras - wor_tim_mean 0.065 0.035 0.028
Matras - fam_rat_mean -0.079 -0.089 -0.070
Matras - fam_tim_mean 0.287 ** 0.220 * 0.170 *
Aksharas - Syllables 0.849 *** 0.859 *** 0.762 ***
Aksharas - Phonemes 0.955 *** 0.950 *** 0.883 ***
Aksharas - wor_rat_mean 0.111 0.158 0.114
Aksharas - wor_tim_mean 0.159 0.156 0.113
Aksharas - fam_rat_mean -0.050 -0.012 -0.006
Aksharas - fam_tim_mean 0.424 *** 0.421 *** 0.306 ***
Syllables - Phonemes 0.907 *** 0.919 *** 0.847 ***
Syllables - wor_rat_mean 0.102 0.091 0.071
Syllables - wor_tim_mean 0.158 0.142 0.107
Syllables - fam_rat_mean -0.002 0.032 0.028
Syllables - fam_tim_mean 0.367 *** 0.314 ** 0.244 **
Phonemes - wor_rat_mean 0.079 0.120 0.089
Phonemes - wor_tim_mean 0.167 0.148 0.105
Phonemes - fam_rat_mean -0.052 -0.013 -0.003
Phonemes - fam_tim_mean 0.444 *** 0.437 *** 0.323 ***
wor_rat_mean - wor_tim_mean -0.325 ** -0.346 *** -0.241 ***
wor_rat_mean - fam_rat_mean 0.638 *** 0.638 *** 0.468 ***
wor_rat_mean - fam_tim_mean -0.129 -0.148 -0.106
wor_tim_mean - fam_rat_mean -0.324 ** -0.314 ** -0.220 **
wor_tim_mean - fam_tim_mean 0.358 *** 0.340 ** 0.237 ***
fam_rat_mean - fam_tim_mean -0.278 ** -0.255 * -0.185 *
* p < .05, ** p < .01, *** p < .001

Assumption checks

Shapiro-Wilk Test for Multivariate Normality
Shapiro-Wilk p
0.868 < .001
Shapiro-Wilk Test for Bivariate Normality
      Shapiro-Wilk p
Distance (IPA) - Distance (Dev) 0.911 < .001
Distance (IPA) - Length 0.945 < .001
Distance (IPA) - Matras 0.942 < .001
Distance (IPA) - Aksharas 0.974 0.068
Distance (IPA) - Syllables 0.968 0.027
Distance (IPA) - Phonemes 0.968 0.025
Distance (IPA) - wor_rat_mean 0.907 < .001
Distance (IPA) - wor_tim_mean 0.962 0.009
Distance (IPA) - fam_rat_mean 0.954 0.003
Distance (IPA) - fam_tim_mean 0.947 0.001
Distance (Dev) - Length 0.955 0.004
Distance (Dev) - Matras 0.884 < .001
Distance (Dev) - Aksharas 0.943 < .001
Distance (Dev) - Syllables 0.944 < .001
Distance (Dev) - Phonemes 0.944 < .001
Distance (Dev) - wor_rat_mean 0.911 < .001
Distance (Dev) - wor_tim_mean 0.958 0.005
Distance (Dev) - fam_rat_mean 0.894 < .001
Distance (Dev) - fam_tim_mean 0.944 < .001
Length - Matras 0.953 0.003
Length - Aksharas 0.947 0.001
Length - Syllables 0.940 < .001
Length - Phonemes 0.971 0.045
Length - wor_rat_mean 0.960 0.007
Length - wor_tim_mean 0.970 0.034
Length - fam_rat_mean 0.954 0.003
Length - fam_tim_mean 0.973 0.057
Matras - Aksharas 0.963 0.012
Matras - Syllables 0.966 0.018
Matras - Phonemes 0.972 0.053
Matras - wor_rat_mean 0.968 0.026
Matras - wor_tim_mean 0.970 0.033
Matras - fam_rat_mean 0.976 0.096
Matras - fam_tim_mean 0.984 0.344
Aksharas - Syllables 0.957 0.004
Aksharas - Phonemes 0.974 0.073
Aksharas - wor_rat_mean 0.973 0.057
Aksharas - wor_tim_mean 0.969 0.028
Aksharas - fam_rat_mean 0.965 0.017
Aksharas - fam_tim_mean 0.976 0.099
Syllables - Phonemes 0.945 < .001
Syllables - wor_rat_mean 0.988 0.564
Syllables - wor_tim_mean 0.963 0.012
Syllables - fam_rat_mean 0.969 0.033
Syllables - fam_tim_mean 0.991 0.781
Phonemes - wor_rat_mean 0.973 0.058
Phonemes - wor_tim_mean 0.968 0.027
Phonemes - fam_rat_mean 0.965 0.016
Phonemes - fam_tim_mean 0.969 0.030
wor_rat_mean - wor_tim_mean 0.968 0.024
wor_rat_mean - fam_rat_mean 0.946 < .001
wor_rat_mean - fam_tim_mean 0.992 0.841
wor_tim_mean - fam_rat_mean 0.969 0.030
wor_tim_mean - fam_tim_mean 0.970 0.033
fam_rat_mean - fam_tim_mean 0.978 0.139